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OALib Journal期刊
ISSN: 2333-9721
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INVESTIGATION OF DETERIORATION PROCESS OF ORGANIC COATING USING 1-DIMENTION SOM NETWORK COMBINED WITH EIS
SOM人工神经网络与阻抗谱方法结合研究涂层的失效过程

Keywords: EIS,changing rate of impedance,neural network,activation level,degradation
电化学阻抗谱
,阻抗变化率,神经网络,激发水平,降解

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Abstract:

In this paper,the EIS characteristic of organic coatings tested under cyclic wet-dry conditions was analyzed.The changing rate of impedance was selected as the training sample for 1-Dimention SOM(Self-Organizing Feature Map) neural network.Each sample corresponds to a certain activation level of the neuron in the output layer.According to the speciality of 1-D SOM network,the changing trend of the activation level can generally reflected the coating degradation process.Combined with the characteristic of EI...

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